Founding Engineer | Full-Stack & AI Lead
Property technology AI platform • Mar 2025 - Present
- Leading technical vision and execution across full product lifecycle from MVP to scalable infrastructure
- Owning full-stack development including frontend, backend, and deployment architecture
- Leading AI/ML research and deployment of NLP solutions including chatbots and summarization models
- Designing secure, scalable cloud infrastructure and robust data pipelines with third-party integrations
Senior Data Scientist | AI Engineer | Machine Learning Engineer | Geospatial Data Science
Data science consulting firm • Aug 2024 - Present
- Providing expert consulting in data science, machine learning, and AI across diverse clients
- Developed geospatial application for wildfire damage assessment using satellite imagery for Los Angeles relief efforts
- Built Retrieval-Augmented Generation system for analyzing Australian Strata Reports using semantic search
- Created machine learning solutions for route optimization, spam detection, and customer segmentation
GenAI Data Scientist | AI Engineer
Major Australian bank • Sep 2024 - Present
- Nominated for Women Leading Tech Awards as finalist for AI innovation contributions
- Designed AI-driven solutions to enhance efficiency and innovation across banking operations
- Led development and deployment of machine learning models using Azure ML and Python
- Established data science best practices ensuring governance and scalability across projects
Data Scientist | Machine Learning | Environmental & Geospatial | Remote Sensing | GeoAI
Australian technology consulting company • Feb 2023 - May 2024
- Led development of AI-driven solutions in FireTech and AgriTech industries specializing in geospatial analysis
- Engineered AI system for early bushfire detection using multi-modal satellite data, increasing detection rates by 25%
- Developed resource allocation algorithm for fire monitoring to optimize deployment of critical resources
- Obtained AWS Certified Cloud Practitioner and Machine Learning Specialty certifications
Data Scientist | Machine Learning Engineer | Smart City Infrastructure and Environmental Solutions
Global predictive analytics AI company • Oct 2021 - Dec 2022
- Developed predictive models and data engineering solutions for smart city infrastructure and environmental monitoring
- Designed AI system to predict sewer overflow events, reducing water pollution and flood risks in North American cities
- Engineered energy optimization system for residential settings across Canada using machine learning algorithms
- Developed anomaly detection algorithm reducing missing values in time-series sensor data by 99%
Senior Data Scientist | Data Engineering | Maritime Trade Intelligence
Global information services company • Mar 2021 - Sep 2021
- Focused on data engineering and analytics to enhance maritime trade intelligence products
- Developed ETL pipelines using Python and Apache Spark for global waterborne commodity flow data analysis
- Engineered data models to extract insights from complex maritime datasets supporting trading decisions
- Utilized AWS services for scalable data processing and storage in big data environment
Owner, Data Scientist
Independent data science consulting • Jul 2019 - Jun 2022
- Provided expert consulting in Data Science, AI and R&D for diverse clients across Machine Learning, Deep Learning, NLP, and Computer Vision
- Authored technical and non-technical articles about Data Science and AI
- Provided specialized translations in English, Spanish and Polish for Data Science/AI terminology
Data Scientist | Data Engineering & Analytics | Corporate Travel Optimisation
Advanced analytics and machine learning company • Aug 2019 - Feb 2021
- Enhanced predictive analytics platform to forecast travel trends and optimize corporate travel budgets
- Developed interactive dashboards using Dash and HTML/CSS for complex travel data visualization
- Implemented automated data pipelines with Apache Airflow improving processing efficiency and reliability
Junior Data Scientist | Analytics & Data Engineering | Fraud Detection & Financial Crime Prevention
Leading Nordic financial services group • Apr 2018 - Jul 2019
- Contributed to fraud detection and financial crime prevention through advanced analytics and machine learning
- Developed and deployed algorithms to identify potential fraud cases enhancing risk management capabilities
- Created interactive data visualizations using PowerBI and R Shiny to communicate financial crime patterns
- Utilized SQL and Hive for large-scale data extraction and analysis in big-data environment